Incoherent digital holographic adaptive optics

ABSTRACT

An aberration-compensated image of an object field is created by generating a full-field complex hologram of the object field, generating a guide star complex hologram of a guide star selected from the object field, performing mathematical correlation between the guide star complex hologram and the full-field complex hologram, and generating from the correlation an aberration-compensated image of the object field from the correlation.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a divisional of copending U.S. utility application entitled, “Incoherent Digital Holographic Adaptive Optics,” having Ser. No. 13/872,633, filed Apr. 29, 2013, which claims priority to U.S. Provisional Application Ser. No. 61/639,235, filed Apr. 27, 2012, which are entirely incorporated herein by reference.

BACKGROUND

Light from distant stars and galaxies travel through the near perfect vacuum of space for millions of years carrying the information about the distant parts of the universe until the last fraction of a second when it plunges through the earth's atmosphere before reaching our eyes or telescopes on the ground. Turbulence within the atmosphere causes degradation or aberration of images such that increasing the aperture of a telescope does not lead to improvement of resolution. Placing the telescope in space above the atmosphere or on top of mountains alleviates the problem but at considerable cost and constraint. Adaptive optics (AO) have been used over the past several decades to compensate for such aberration. When AO are used, the wavefront is sensed and adjusted by the optical system in real time to compensate for any distortion. Remarkable astronomical images have been obtained using ground-based telescopes with AO compensation of atmospheric turbulence, whose quality can even surpass space-based telescopes under favorable conditions. The principle of adaptive optics has also been applied to other imaging systems, most notably in ophthalmic imaging as well as in laser beam forming and remote sensing.

In a typical AO system, a guide star of sufficient brightness is used for measuring the aberration. A common method of wavefront sensing involves the use of a Shack-Hartmann sensor consisting of a lenslet array and a CCD camera underneath it. Distortions of the wavefront lead to shifting of lenslet focal spots proportional to the local slope of the wavefront. This shifting is used to compute the necessary displacement of a deformable mirror or other spatial light modulator. The wave-front sensing, wave-front modulation, and control subsystems form a closed loop to achieve a configuration that minimizes the aberration in the image of the full field.

While AO systems can greatly reduce distortion, they are not without their drawbacks. For example, AO systems are typically complex, high-precision systems that are both expensive and cumbersome. In addition, AO systems are also often slow to operate and prone to faults. It can therefore be appreciated that it would be desirable to have an alternative way to compensate for aberration.

BRIEF DESCRIPTION OF THE DRAWINGS

The present disclosure may be better understood with reference to the following figures. Matching reference numerals designate corresponding parts throughout the figures, which are not necessarily drawn to scale.

FIG. 1 is a schematic diagram of a first embodiment of a system for performing incoherent digital holographic adaptive optics (IDHAO).

FIG. 2 is a schematic diagram of a second embodiment of a system for performing IDHAO.

FIG. 3 illustrates a simulation of incoherent digital holography (IDH) and includes images of (a) an object field, (b) a raw inteferogram of the object field, (c) the amplitude of a complex hologram of the object field, (d) the phase of the complex hologram, (e) the amplitude of a reconstructed image, and (f) the phase of the reconstructed image.

FIG. 4 illustrates a simulation of adaptive optics using IDH and includes images of (a) an object field, (b) an assumed phase aberration, (c) a guide star inteferogram, (d) a full-field interferogram, (e) the amplitude of a complex hologram of the guide star, (f) the phase of the complex hologram of the guide star, (g) the amplitude of a complex hologram of the object field, (h) the phase of the complex hologram of the object field, (i) a direct image without the holographic process, (j) the amplitude of an IDH image without aberration compensation, (k) the phase of the IDH image without aberration compensation, (l) the amplitude of the complex hologram for the object field with aberration compensation, (m) the phase of the complex hologram for the object field with aberration compensation, (n) the amplitude of the IDH image with aberration compensation, (o) the phase of the IDH image with aberration compensation.

FIGS. 5(a) and (b) together are a flow diagram of a method for generating aberration-compensated images using IDH.

FIG. 6 illustrates the resolution of reconstructed images versus focal length and includes images (a) without aberration and (b) with aberration for focal lengths of (i) 5000, (ii) 3000, (iii) 2000, and (iv) 1000 mm.

FIG. 7 illustrates IDHAO versus strength of aberration and includes images of. In each row are shown the phase aberration, the uncompensated image, the compensated image, and the direct image. The strength of the aberration is varied as (a) a_(ψ)=−0.1, (b) a_(ψ)=−0.2, (c) a_(ψ)=−0.5, and (d) a_(ψ)=−1.0.

FIG. 8 illustrates IDHAO versus various types of aberration: (a) ψ=(−0.5)×Z₁ ⁺¹+(−0.5)×Z₂ ⁰ ψ=(−0.5)×Z₁ ⁺¹+(−0.5)×Z₂ ⁰, (b) ψ=(−0.5)×Z₁ ⁺¹+(−0.5)×Z₃ ⁺¹, (c) ψ=(−0.5)×Z₃ ⁺³+(−0.5)×Z₅ ⁻⁵, and (d) ψ=(−0.7)×Z₂ ⁰+(−0.5)×Z₅ ⁻⁵.

FIG. 9 illustrates IDHAO of an extended gray-scale object and includes images of (a) the assumed phase aberration, (b) the object, (c) the uncompensated image, and (d) the compensated image.

FIG. 10 illustrates the effect of a noisy hologram on IDHAO. In each row the phase of G_(ψ) and H_(ψ) and the amplitude of I_(ψ) and I_(ψ) are shown for (a) a_(ψ)=0, a_(Φ)=5, (b) a_(ψ)=0, a_(Φ)=10, (c) a_(ψ)=0.2, a_(Φ)=5, and (d) a_(ψ)=0.2, a_(Φ)=10.

FIG. 11 illustrates IDH without aberration and includes images of (a) a raw hologram, (b) a complex hologram, (c) a reconstructed image at z_(i)=22000 mm, corresponding to z₁=650 mm, and (d) a reconstructed image at z

_(i)=14870 mm, corresponding to z

₁=440 mm.

FIG. 12 illustrates IDHAO with a phase aberrator placed just behind the objective lens and includes images of (a) a raw hologram, (b) a complex hologram, (c) a reconstructed image at z_(i), (d) a reconstructed image at z

_(i); e) a guide star hologram of an LED, (f) a corrected hologram, (g) a corrected image at z_(i), and (h) a corrected image at z

_(i).

FIG. 13 illustrates IDHAO versus noise and includes images of (a)-(c) the object field with varying brightness obtained using (i) IDH without AO and (ii)-(iv) IDHAO with varying brightness of the guide star.

FIG. 14 illustrates IDH of extended objects and includes images of a resolution target (top row) and a knight chess piece (bottom row) illuminated with a miniature halogen lamp. In each case, a raw hologram and the amplitude and phase of the complex hologram are shown.

FIG. 15 illustrates IDHAO versus noise and includes images (a)-(c) of a resolution target with varying brightness obtained using (i) IDH without AO and (ii)-(iv) IDHAO with varying brightness of the guide star.

FIG. 16 illustrates three-dimensional focusing of IDHAO of an extended object and includes images of (a) an uncorrected image reconstructed at z

_(i)=17500 mm, corresponding to z

₁=450 mm, (b) a reconstructed image at z_(i)=22000 mm, corresponding to z₁=650 mm, and (c) and (d) corresponding images with compensation.

DETAILED DESCRIPTION

As described above, it would be desirable to have a way to compensate for aberration other than through the use of conventional adaptive optics that rely on a deformable mirror or other spatial light modulator (SLM). Disclosed herein are systems and methods for generating aberration-compensated images using incoherent digital holography. In some embodiments, complex holograms are obtained for the full object field and for a guide star within the object filed by combining raw interferograms of the full field and the guide star, respectively. In some embodiments, the interferograms are obtained by performing a phase-shifting procedure using an interferometer having a linearly-displaceable planar mirror and a stationary curved mirror. Once the complex holograms are obtained for the full field and the guide star, mathematical correlation can be performed between the holograms to obtain an aberration-compensated image having reduced distortion.

In the following disclosure, various specific embodiments are described. It is to be understood that those embodiments are example implementations of the disclosed inventions and that alternative embodiments are possible. All such embodiments are intended to fall within the scope of this disclosure.

Described in the present disclosure is a new method of adaptive optics (AO) that can be used to measure and compensate aberrations based on incoherent digital holography with an interferometer. As described below, a hologram of a guide star contains sufficient information to compensate the effect of aberration on the full-field hologram. Although reconstruction from uncompensated full-field holograms yield distorted images comparable to direct nonholographic images formed through the same aberrating medium, the compensated holographic images have much of the aberrations removed. Provided in the disclosure that follows are descriptions of the theoretical, simulation, and experimental studies of the method, which is referred to herein as incoherent digital holographic adaptive optics (IDHAO). As will be apparent from this disclosure, the IDHAO process is robust and efficient under various ranges of parameters such as aberration types and strength. Furthermore, low image signals buried under noise can be extracted by IDHAO to yield high-quality images with good contrast and resolution, both for point-like sources and continuous extended objects illuminated with common incoherent light sources.

A theoretical description of IDHAO can be developed by considering the propagation of spherical waves from object source points through an interferometer, followed by integration of the interference intensities over the source points. A complex hologram is obtained by invoking a phase-shifting procedure, leading to an expression of the holographic image as a convolution of object intensity with a complex point spread function (PSF). Even in the presence an of an aberrating layer, under a specific condition, one obtains an holographic image as a convolution but with distorted PSF. A straightforward procedure is described below to compensate for the aberration by combining holograms of the full-field and a guide star.

FIG. 1 illustrates an example system 10 for performing IDHAO, which can also be used to simply perform incoherent digital holography (IDH). The system 10 is based on a variation of an interferometer in which the pixel-sharing SLM is replaced with a modified Michelson interferometer. As shown in FIG. 1, the system 10 includes a beam splitter BS that produces copies of a spherical wave emanating from each point source of an object field. In this example, the object field is a group of stars S that are imaged with a telescope (not shown). The copies of the spherical wave are provided to two mirrors, M_(A) and M_(B), which are both equidistant from the beam splitter BS. Both M_(A) and M_(B) are curved (concave) mirrors and therefore apply curvatures to the incident spherical waves. However, the curvatures of the two mirrors M_(A) and M_(B) are different from each other. In some embodiments, the mirror M_(A) has a focal length of approximately 1000 mm to infinity, while the mirror M_(B) has a radius of curvature of approximately 1000 to 1200 mm and, therefore, a focal length of approximately 500 to 600 mm. The position of the mirror M_(A) can be adjusted along the optical axis using a linear actuator 12, such as a piezoelectric actuator, to which the mirror is mounted. The mirrors M_(A) and M_(B) reflect the incident waves to a camera 14 of the system 10. In some embodiments, the camera 14 comprises a charge-coupled device (CCD).

Two copies of the same optical field are always coherent with each other. Therefore, when the reflected waves are superposed at the camera plane they produce a Fresnel zone-like interference pattern. Specifically, consider a point source of strength I_(o)=|E_(o)|² on the Σ_(o)(x_(o), y_(o)) plane a distance z_(o) from the curved mirrors. First, consider IDH imaging without the aberrator Ψ in place. The field reflecting from M_(A) and arriving at the camera plane Σ_(c)(x_(c), y_(c)) a distance z_(c) from the mirror is, under Fresnel or paraxial approximation, E _(A)(x _(c))=∫dx _(m) E _(o) Q _(z) _(o) (x _(m) −x _(o))Q _(−f) _(A) (x _(m))Q _(z) _(c) (x _(c) −x _(m)) E _(o) Q _(z) _(o) _(−f) _(A) (x _(o))Q _(z) _(A) _(+zc)(x _(c) −x _(A))  [Equation 1] where Q represents the quadratic phase function

$\begin{matrix} {{Q_{z}(x)} \equiv {\exp\left\lbrack {\frac{{\mathbb{i}}\; k}{2\; z}x^{2}} \right\rbrack}} & \left\lbrack {{Equation}\mspace{14mu} 2} \right\rbrack \end{matrix}$ and (x_(A), y_(A); z_(A)) is the image position of the source point through the curved mirror:

$\begin{matrix} {{x_{A} = {{- \frac{f_{A}}{z_{o} - f_{A}}}x_{o}}};{z_{A} = {{- \frac{f_{A}}{z_{o} - f_{A}}}z_{o}}}} & \left\lbrack {{Equation}\mspace{14mu} 3} \right\rbrack \end{matrix}$ For compactness of expressions, the overall propagation factors of the form exp(ikz) as well as the constant factors are ignored. In addition, and all (x, y) terms are abbreviated with (x) only. The wavelength is λ=2π/k. In these calculations, it is useful to note a basic property Q _(z) ₁ (x−x ₁)Q _(z) ₂ (x−x ₂)=Q _(z) ₁ _(+z) ₂ (x ₁ −x ₂)Q _(z) ₁₂ (x−x ₁₂)  [Equation 4] with

$\begin{matrix} {{z_{12} = \frac{z_{1}z_{2}}{z_{1} + z_{2}}};{x_{12}\frac{{z_{2}z_{1}} + {z_{1}x_{2}}}{z_{1} + z_{2}}}} & \left\lbrack {{Equation}\mspace{14mu} 5} \right\rbrack \end{matrix}$

The other mirror M_(B) with focal length f_(B) generates another output field E_(B)(x_(c)) with similar definitions of x_(B) and z_(B). The two components superpose and interfere to produce the Fresnel zone-like intensity pattern recorded by the camera. One of the cross-terms is G ₀(x _(c) ;x _(o))=E _(A) E _(B) *=I _(o)(x _(o))Q _(z) _(AB) (x _(c) −ax _(o))  [Equation 6] so that the intensity at the camera is

$\begin{matrix} {{g\left( {x_{c};x_{o}} \right)} = {{{E_{A} + E_{B}}}^{2} = {2\;{{I_{o}\left( x_{o} \right)}\left\lbrack {1 + {\cos\frac{{k\left( {x_{c} - {a\; x_{o}}} \right)}^{2}}{2\; z_{AB}}}} \right\rbrack}}}} & \left\lbrack {{Equation}\mspace{14mu} 7} \right\rbrack \end{matrix}$ where

$\begin{matrix} {{\alpha = {- \frac{z_{c}}{z_{o}}}}{z_{AB} = {- \frac{\left( {z_{A} + z_{c}} \right)\left( {z_{B} + z_{c}} \right)}{z_{A} - z_{B}}}}} & \left\lbrack {{Equation}\mspace{14mu} 8} \right\rbrack \end{matrix}$ The point-source interference intensity g(x_(c); x_(o)) has the familiar concentric ring pattern of radially-increasing frequency.

For an extended object illuminated by incoherent light, the source points are incoherent with each other. Therefore, the total intensity is the sum or integral of the point-source interference intensities g(x_(c); x_(o)) contributed by all the source points, h(x _(c))=∫dx _(o) g(x _(c) ;x _(o))  [Equation 9] which, as soon as a significant number of source points add up, quickly washes out the fringe structures. On the other hand, the phase-shifting process can be applied to extract the integral of the complex cross-term. As noted above, the mirror M_(A) is piezo-mounted so that a global phase φ can be applied. Then the interference intensity is h _(φ)(x _(c))=∫dx _(o) g _(φ)(x _(c) ;x _(o))=∫dx _(o) |E _(A) e ^(iφ) +E _(B|) ²  [Equation 10] and a four-step phase-shift process yields

$\begin{matrix} \begin{matrix} {{H_{0}\left( x_{c} \right)} = {\left( {1/4} \right)\left\{ {\left\lbrack {h_{0} - h_{\pi}} \right\rbrack - {{\mathbb{i}}\left\lbrack {h_{\pi/2} - h_{3\;{\pi/2}}} \right\rbrack}} \right\}}} \\ {= {\int{{\mathbb{d}x_{o}}{G_{0}\left( {x_{c};x_{o}} \right)}}}} \\ {= {\int{{\mathbb{d}x_{o}}{I_{o}\left( x_{o} \right)}{Q_{z_{AB}}\left( {x_{c} - {\alpha\; x_{o}}} \right)}}}} \\ {= {I_{o}^{\prime} \odot {Q_{z_{AB}}\left( x_{c} \right)}}} \end{matrix} & \left\lbrack {{Equation}\mspace{14mu} 11} \right\rbrack \end{matrix}$ where

$\begin{matrix} {{I_{o}^{\prime}\left( x_{c} \right)} - {I_{o}\left( \frac{x_{c}}{\alpha} \right)}} & \left\lbrack {{Equation}\mspace{14mu} 12} \right\rbrack \end{matrix}$ is the scaled object intensity pattern and the symbol ⊙ represents the convolution. The subscript 0 in G₀ and H₀ signifies the absence of aberration. That is, one obtains a complex hologram as a convolution of the object intensity I′_(o) with a complex point spread function (PSF) Q_(z) _(AB) . For holographic reconstruction, the complex hologram H₀(x_(c)) can be back propagated by the distance −z_(AB) I′ _(o)(x _(c))=H ₀ ⊙Q _(−z) _(AB) (x _(c))  [Equation 13]

Now consider IDH imaging in the presence of the phase aberrator Ψ(x′) at the Σ(x′, y′) plane. The field component A arriving at the output plane Σ_(c)(x_(c), y_(c)) is now E _(A)(x _(c))=∫dx′∫dx _(m) E _(o) Q _(z*)(x′−x _(o))Ψ(x′)Q _(z′)(x _(m) −x′)Q _(−fA)(x _(m))Q _(z) _(c) (x _(c) −x _(m)) =E _(o) Q _(z) _(o−fA) (x _(o))Q _(z) _(A) _(+z) _(c) (x _(c) −x _(A))Φ_(A)(x _(c) −α _(A) x _(o))  [Equation 14] where Φ_(A)(x)=[ψ⊙Q _(ζ) _(A) ](β_(A) x)=∫dx′Ψ(x′)Q _(ζ) _(A) (x′−β _(A) x)  [Equation 15] and

$\begin{matrix} \begin{matrix} {\alpha_{A} = {{{- \frac{z^{\prime}}{z^{''}}}\frac{z_{A} + {z\; c}}{z_{A}}} + \alpha}} \\ {\beta_{A} = {\frac{z^{''}}{z^{''} + z^{\prime}}\frac{z_{A}}{z_{A} + z_{c}}}} \\ {\zeta_{A} = {\frac{z^{''}}{z^{''} + z^{\prime}}\left\lbrack {z^{\prime} + {\frac{z^{''}}{z^{''} + z^{\prime}}\frac{z_{A}z_{c}}{z_{A} + z_{c}}}} \right\rbrack}} \end{matrix} & \left\lbrack {{Equation}\mspace{14mu} 16} \right\rbrack \end{matrix}$ Combining with a similar expression for E_(B), one can obtain the complex hologram of a single source point G _(Ψ)(x _(c) ;x _(o))=E _(A) E* _(B) =I _(o)(x _(o))Q _(z) _(o) _(−f) _(A) (x _(o))Q* _(z) _(o) _(−f) _(B) (x _(o))Q _(z) _(A) _(+z) _(c) (x _(c) −x _(A))Q* _(z) _(B) _(+z) _(c) (x _(c) −x _(B))Φ_(A)(x _(c)−α_(A) x _(o))Φ*_(B)(x _(c)−α_(B) x _(o)) =I _(o)(x _(o))Q _(z) _(AB) (x _(c) −αx _(o))Φ_(A)(x _(c)−α_(A) x _(o))Φ*_(B)(x _(c)−α_(B) x _(o))  [Equation 17] and for an extended object H _(Ψ)(x _(c))=∫dx _(o) G _(Ψ)(x _(c) ;x _(o)) =∫dx _(o) I _(o)(x _(o))Q _(z) _(AB) (x _(c) −αx _(o))Φ_(A)(x _(c)−α_(A) x _(o))Φ*_(B)(x _(c)−α_(B) x _(o))   [Equation 18]

The last integral is turned into a convolution if z′=0, as described below, so that α_(A)=α_(B)=α. Then G _(ψ)(x _(c) ;x _(o))=I _(o)(x _(o))[Q _(z) _(AB) Φ_(A)Φ*_(B)](x _(c) −αx _(o))  [Equation 19] and H _(ψ)(x _(c))=I′ _(o) ⊙[Q _(z) _(AB) Φ_(A)Φ*_(B)](x _(c))  [Equation 20]

Aberration compensation for adaptive optics proceeds as follows. A hologram of a guide star of unit magnitude at the center of the field is acquired to yield G _(ψ)(x _(c))≡G _(ψ)(x _(c);0)=[Q _(z) _(AB) Φ_(A)Φ*_(B)](x _(c))  [Equation 21] The full-field complex hologram H_(Ψ)(x_(c)) is then H _(ψ)(x _(c))=I′ _(o) ⊙G _(ψ)(x _(c))  [Equation 22] An attempt to reconstruct by numerical propagation Q_(−z) _(AB) =G*_(o) corresponds to I _(ψ) ≡H _(ψ) ⊙G* ₀ =H _(ψ)

G ₀ =I′ _(O) ⊙[G _(ψ)

G ₀]  [Equation 23] which in general does not yield accurate reproduction of the object I′_(o). The symbol

stands for correlation. On the other hand, use of the guide star hologram leads to Î _(ψ) ≡H _(ψ)

G _(ψ) =I′ _(o) ⊙[G _(ψ)

G _(ψ) ]≈I′ _(o) ⊙δ−I′ _(o)  [Equation 24] That is, as long as the auto-correlation of the guide star hologram is sharp enough, the result is an accurate reproduction of the object I′_(o). In the absence of the aberration the delta function is exact, G₀

G₀=δ. Equivalently, the hologram aberration can be compensated by subtracting the phase error of G_(Ψ) from H_(Ψ) in the Fourier domain. That is, Î _(ψ) =H _(ψ) ⊙G* ₀  [Equation 25] where Ĥ _(ψ) =H _(ψ)

(G _(ψ)

G ₀)  [Equation 26] The latter method involves an additional correlation operation, but has the flexibility of being able to re-center the guide star hologram G₀ to avoid lateral shift of the final full-field reconstructed image. For comparison, one can also calculate the direct image formed when one of the mirror M_(B) focuses the image on the camera plane while the other mirror is blocked so that I _(B)(x _(c))=∫dx _(o) |E _(B)(x _(c) ;x _(o))|² =∫dx _(o) I _(o)(x _(o))|Φ(x _(c) −αx _(o))|²  [Equation 27] When focused, z_(B)+z_(c)=0 so that β_(B)→∞ and ζ_(B)→∞. However, closer examination of the exponent in Q_(ζ) _(B) (x′−β_(B)x) shows that |Φ′_(B)(x _(c))|²−|{tilde over (ψ)}(x _(c))|²  [Equation 28] where {tilde over (ψ)} is the Fourier transform of Ψ

$\begin{matrix} {{\overset{\sim}{\psi}\left( x_{c} \right)} = {\int{{\mathbb{d}x^{\prime}}{\psi\left( x^{\prime} \right)}{\exp\left\lbrack {{- {\mathbb{i}}}\; k\frac{x_{c}}{z_{c}}x^{\prime}} \right\rbrack}}}} & \left\lbrack {{Equation}\mspace{14mu} 29} \right\rbrack \end{matrix}$ so that I _(B)(x _(c))=[I′ _(o)⊙|{tilde over (ψ)}|²](xc)  [Equation 30] As expected, the PSF is the absolute square of the Fourier transform of the aperture.

A series of simulation studies were conducted to characterize the predictions of the above-described theory. IDHAO was experimentally implemented using the configuration depicted in FIG. 2, and the simulations assume a similar configuration. As shown in FIG. 2, a system 20 for performing aberration compensation using incoherent digital holography, i.e., an IDHAO system, generally comprises an optical system 22, an interferometer 24, and a computing system 26. In the illustrated example, the optical system 22 is a telescope that is used to image an object field that includes a group of stars S. The optical system 22 is represented by an objective lens L_(o) and a relay lens L_(a) that together form an intermediate image in front of the interferometer 24. As is shown in FIG. 2, a phase aberrator Ψ is placed close to the objective lens L_(o) on the side that faces the stars S. The aberrator Ψ represents, for example, the atmospheric turbulence in astronomical applications or inhomogeneities of a medium in microscopy applications.

The interferometer 24 includes a beam splitter BS and two mirrors M_(A) and M_(B). Mirror M_(A) is a planar mirror while M_(B) is a curved (concave) mirror. In some embodiments, the mirror M_(B) has a radius of curvature of approximately 1000 to 1200 mm and, therefore, a focal length f_(B) of approximately 500 to 600 mm. The mirror M_(A) is mounted to a linear actuator 28, such as a piezoelectric actuator, that can adjust the position of the mirror along the optical axis for phase shifting. In some embodiments, the actuator 28 is capable of nanometer-scale adjustment of the mirror M_(A). The interferometer 24 further includes an imaging lens L_(c) that focuses the waves reflected by the mirrors M_(A) and M_(B) onto a camera 30, which can comprise a CCD or other light detector. As is further shown in FIG. 2, the interferometer 24 can also comprise an interference filter IF positioned near the camera 30 that helps improve the interference contrast.

During use of the system 20, the objective lens L_(o) of focal length f_(o) forms an intermediate image in front of the interferometer 24. The relay lens L_(a) is used to image the input pupil onto the mirrors M_(A) and M_(B), achieving the requirement of z′=0. The imaging lens L_(c) is used, in combination with L_(o), to adjust the magnification and resolution of the system 20.

With further reference to FIG. 2, the computing system 26 generally comprises a processing device 32 and memory 34 (i.e., a computer-readable medium) that stores an aberration compensation system 36 that includes one or more algorithms (i.e., logic). As is described below, image data, such as interference patterns, captured by the camera 30 can be provided to the computing system 26 for processing including the generation of aberration-compensated images of the object field.

The system 20 can be used to perform basic IDH. An example IDH process will now be described in relation to FIG. 3. In this example, the object field I_(o) is the Big Dipper, as shown in FIG. 3(a), and it is assumed that there is no aberration for which to compensate. Each image frame in this example includes 256 pixels and is 10 mm across. The assumed optical configuration is such that the light from each point source of the object field arrives on the mirrors M_(A) and M_(B) as a plane wave. The mirror M_(B) is assumed to have a focal length f_(B) of 3000 mm, the imaging lens L_(c) is absent, and the camera is positioned at z_(c)=z₄+z₅=1000 mm from the mirrors so that the holographic image distance is z_(i)=2000 mm. The wavelength is set to λ=633 nm.

Light waves from the object field are received by the interferometer 28 from the optical system 22. The light waves are divided by the beam splitter BS and copies are provided to each mirror M_(A) and M_(B). The mirrors M_(A) and M_(B) reflect the light waves so that they are received by the camera 30. Because the mirrors M_(A) and M_(B) have slightly different curvatures, the waves that arrive at the camera 30 have different curvatures. The waves interfere with each other and, because of their differences in curvature, form a ring pattern. An example of such a ring pattern is shown in FIG. 3(b), which is an example raw interferogram h_(φ). One ring pattern is formed for each point source of the object field, in this case each star of the Big Dipper (seven in total).

Multiple raw interferograms can be obtained with the mirror M_(A) in different positions to obtain multiple phase-shifted interferograms. For example, a first interferogram can be obtained when the mirror M_(A) is in a first position. The mirror M_(A) can then be moved approximately 1 to 650 nm along the optical path to a second position using the actuator 28 and a second interferogram can be obtained. This process can be repeated as many times as desired to obtain as many interferograms as desired. Although only two phase-shifted interferograms are necessary, many more can be obtained to improve results. In this example, it is assumed that four raw interferograms are obtained.

Once the raw interferograms have been obtained they can be combined by the computer system 26 to form a complex hologram H₀ of the object field. FIGS. 3(c) and 3(d) respectively shown the amplitude and phase profiles of an example complex hologram. It is noted that, in most of the illustrations in this disclosure, complex images, such as complex holograms, are shown as a pair of amplitude and phase images. The amplitude images were rendered with the Matlab definition of “jet” color map, while for the phase images the blue-white-red color map corresponds to the range [−π,π]. Once the complex hologram has been obtained, numerical propagation to an appropriate distance, such as the distance to the intermediate image formed between the objective lens L_(o) and the relay lens L_(a), can be performed to obtain a reconstructed image. FIGS. 3(e) and 3(f) show the amplitude and phase profiles of the reconstructed image, respectively.

In cases in which aberration is present, the system 20 can be used in an IDHAO context to compensate for the aberration. Such compensation can be, for example, performed by the aberration compensation system 36 of the computing system 26. An example IDHAO process is described in relation to in FIG. 4. In this example, the Big Dipper is again used as the input image I_(o), as shown in FIG. 4(a). The assumed phase aberration profile Ψ is shown in FIG. 4(b) and consists of two Zernike polynomial terms, ψ=a_(ψ)(Z₃ ⁺¹+Z₅ ⁻¹) with a_(Ψ)=−0.5. As before, multiple phase-shifted interferograms can be obtained for the object field. In addition, multiple phase-shifted interferograms can also be obtained for a guide star, i.e., a single point source (a single star in this example) that can be used as a reference for compensation purposes. This can be achieved by obstructing much of the light from the object field using an aperture so that only light from the guide star is received by the interferometer 24. FIG. 4(c) shows an example raw interferogram g_(φ) for the guide star and FIG. 4(d) shows an example raw interferogram h_(φ) for the full-field illumination (i.e., all of the stars).

As described above, multiple phase-shifted inteferograms can be obtained, both for the guide star and the full field. The inteferograms can then be combined to form a complex hologram G_(Ψ) for the guide star and a complex hologram H_(Ψ) for the full field. FIGS. 4(e) and 4(f) show the amplitude and phase profiles of a guide star complex hologram that results from a set of four quadrature phase-shifted interferograms, and FIGS. 4(g) and 4(h) show the amplitude and phase profiles of a full-field complex hologram that results from a set of four quadrature phase-shifted interferograms.

FIG. 4(i) shows an expected direct image I_(B) through the aberrator without any holographic process, while FIGS. 4(j) and (k) show the reconstruction I_(Ψ) from the hologram H_(Ψ). As can be appreciated from these figures, both I_(B) and I_(Ψ) have serious degradation because of the aberration. Therefore, aberration compensation is needed. FIGS. 4(l) and 4(m) show the amplitude and phase of the compensated hologram Î_(ψ). Note that the vortex-like structures in FIG. 4(h) have been replaced by more concentric ones in FIG. 4(m). FIGS. 4(n) and (o) show the amplitude and phase profiles of an aberration-compensated image I_(ψ). The aberration-compensated image can be obtained by numerical propagation from the compensated hologram Î_(ψ) or by correlation of the guide star complex hologram G_(Ψ) (FIGS. 4(e) and 4(f)) and the full-field complex hologram H_(Ψ) (FIGS. 4(g) and 4(h)). In the correlation process, whenever a pattern within the complex hologram G_(Ψ) matches a pattern in the complex hologram H_(Ψ), a large peak results that coincides with the location of a point source of the object field. The stronger the correlation, the larger the peak and the greater the certainty of the location of the point source. Notably, this occurs irrespective of which point source is selected as the guide star as long as the mirrors M_(A) and M_(B) are the same distance from the relay mirror L_(a). That distance corresponds to the image plane of the objective lens L_(o).

As is apparent from FIG. 4(n), the compensated image Î_(ψ) has much less distortion than the direct image I_(B) or the uncompensated holographic image I_(Ψ), and therefore provides a well-focused image of the point sources of I_(o).

FIGS. 5(a) and 5(b) describe an example method for compensating for aberration using incoherent digital holography that is consistent with the discussions of FIGS. 3 and 4 above. Beginning with block 50 of FIG. 5(a), light from an object field is received by an interferometer from an optical system, such as a telescope. While a telescope has been explicitly identified, it is noted that the optical system could take other forms. For example, the optical system could be that of a microscope or other imaging device. Turning to block 52, the light waves that are reflected by the mirrors of the interferometer are captured. As described above, the waves can be reflected by a planar mirror M_(A) and a curved mirror M_(B) and can be captured by a camera, such as a CCD. In addition, the light waves received from the optical system can have been split by a beam splitter of the interferometer to provide copies of the waves to both mirrors. As described above, the waves reflected by the mirrors interfere with each other and form an interference pattern, which can be captured by the camera. A raw interferogram h_(φ) of the full object field can therefore be generated, as indicated in block 54, and can be stored by the computing system. An example of a full-field interferogram is shown in FIG. 4(d).

With reference next to decision block 56, flow from this point depends upon whether a further interferogram is to be obtained. If only one interferogram has been obtained to this point, at least one more interferogram will be obtained. If more than one interferogram has already been obtained, however, flow depends upon whether how many interferograms have been obtained and how many are desired to for purposes of generating a full-field complex hologram. Assuming that another interferogram is to be obtained, flow continues to block 58 and the planar mirror M_(A) is displaced along the optical axis of the system for purposes of phase shifting. As described above, the distance that the mirror is displaced can be very small. By way of example, the mirror can be displaced approximately 1 to 650 nm. Such fine movement can be obtained using a precise actuator, such as a piezoelectric actuator.

Once the mirror M_(A) has been displaced, flow returns to block 50 and the above-described process is repeated so that a further full-field interferogram is generated. With reference again to decision block 56, if the desired number of interferograms has been obtained, flow continues to block 60 at which the interferograms are combined to generate a full-field complex hologram H_(Ψ). FIGS. 4(g) and 4(h) illustrate the amplitude and phase profiles of an example full-field complex hologram.

At this point, numerical propagation could be used to form a reconstructed image. If there is aberration present, however, that image would be distorted. Accordingly, aberration compensation should be performed. As described above, such compensation can be achieved by performing correlation between the full-field complex hologram and a complex hologram of a guide star selected from the full object field. In such a case, the full-field light can be obstructed so that only light from a selected guide star can be received, as indicated in block 62. As described above, this can be achieved using an aperture that blocks light from other light sources within the object field. Once the full-field light is obstructed, light can be received from the guide star by the interferometer, as indicated in block 64, and the light waves that are reflected by the mirrors of the interferometer are captured, as indicated in block 66. As above, the wave reflected by the mirrors interfere with each other and form an interference pattern, which can be captured by the camera. A raw interferogram g_(φ) of the guide star can therefore be generated, as indicated in block 68 of FIG. 5(b). An example of such a guide star interferogram is shown in FIG. 4(c).

With reference next to decision block 70, flow from this point depends upon whether a further interferogram is to be obtained. In some embodiments, the same number of interferograms that were obtained for the full field is obtained for the guide star. If another interferogram is to be obtained, flow continues to block 72 and the planar mirror M_(A) is displaced along the optical axis of the system for purposes of phase shifting. Once the mirror M_(A) has been displaced, flow returns to block 64 of FIG. 5(a) and the above-described process is repeated so that a further guide star interferogram is generated. Once the desired number of interferograms has been obtained, flow continues to block 74 of FIG. 5(b) at which the interferograms are combined to generate a guide star complex hologram G_(Ψ). FIGS. 4(e) and 4(f) illustrate the amplitude and phase profiles of an example guide star complex hologram.

At this point, a complex hologram has been generated for both the full object field and the guide star. To compensate for aberration, mathematical correlation can be performed between the guide star complex hologram and the full-field complex hologram, as indicated in block 76. In the example of FIG. 4, this means that FIGS. 4(e) and (f) are correlated with FIGS. 4(g) and (h). As described above, in the correlation process, whenever a pattern within the complex hologram G_(Ψ) matches a pattern in the complex hologram H_(Ψ), a large peak results that coincides with the location of a point source of the object field. When such correlation is performed, an aberration-compensated image of the object field can be generated, as indicated in block 78. FIG. 4(n) is an example of such an aberration-compensated image.

The behavior of IDHAO was simulated as several different parameters were varied, including the resolution, aberration strength, and aberration type. IDHAO was seen to be effective under wide range of these parameters, as well as under increasing noise added to the phase profile. Aberration compensation is expected to be equally effective for extended continuous objects as well as point-source objects.

As shown in FIG. 6(a), the resolution of the IDHAO-reconstructed images is found to be consistent with the expected behavior of δx∝λf_(B)/a, where a=10 mm is the frame size, the mirror M_(A) is planar, and the focal length of M_(B) is varied over a range. In FIG. 6(b), an aberration ψ=a_(ψ)(Z₃ ⁺¹+Z₅ ⁻¹) with a_(Ψ)=−0.5 is assumed. Evidently, the resolution of reconstructed image is not significantly affected by the aberration when compensated by IDHAO and behaves in an otherwise similar manner as in FIG. 6(a). The image resolution is also expected to depend on the arrangement of the imaging lens L_(c) and the camera with respect to the overlap of the reflections from the two mirrors M_(A) and M_(B), though the imaging lens was not included in the simulation.

Behavior of the IDHAO with increasing strength of aberration is illustrated in FIG. 7. The aberration was varied for (a) a_(Ψ)=−0.1, (b) a_(Ψ)=−0.2, (c) a_(Ψ)=−0.5, and (d) a_(Ψ)=−1.0 of the same type ψ=a_(ψ)(Z₃ ⁺¹+Z₅ ⁻¹) as above. Other parameters were as in FIG. 4. The aberration phase profiles are displayed on the left of each row. Then, I_(Ψ) is the uncompensated holographic image and Î_(ψ) is the holographic image compensated by IDHAO, while the direct image I_(B) is also shown for comparison. That is, I_(Ψ) or I_(B) are the “before” images, while Î_(ψ) is the “after” image. It can be seen that the compensated image maintains reasonable quality for even high levels of aberration, whereas both the uncompensated and direct images deteriorate quite rapidly. For the strongest aberration in FIG. 7(d), the aberration completely obliterates the uncompensated image I_(Ψ) and the direct image I_(B), though the latter develops a numerical artifact that makes the obliteration less obvious. However, the compensated image Î_(ψ) still maintains good resolution and contrast. On the other hand, note that while the compensated image Î_(ψ) maintains relatively sharp central peaks, the peak height does decrease and a broader halo develops around each peak as the aberration increases.

The IDHAO process is equally effective for various types of aberrations, as shown in FIG. 8. In particular, the effectiveness of IDHAO is not contingent upon the symmetry of the aberration profile. Note that the uncompensated images I_(Ψ) and I_(B) show similar patterns of distortion for each type of aberration, and the compensation removes most of the distortions in Î_(ψ).

Next, in FIG. 9, a gray-scale photographic image is used as the model object, most other parameters being the same as before. Because of the large number of non-zero object pixels, the computation is substantially longer compared to the preceding simulations, where the object consisted of seven illuminated pixels. The IDHAO process needs to be calculated for each source point before integrating over all pixels. However, the IDHAO process is seen to behave as expected and is able to remove much of the distortion and mostly recover the resolution loss due to the assumed phase aberration.

Lastly, the behavior of IDHAO in the presence of noise was considered. In FIG. 10, the noise was simulated by adding random phase noise on the complex holograms G_(Ψ) and H_(Ψ) 0 to each pixel in the holograms is added a phase of a_(φ) times a random number in the range [0,1], with a_(φ)=5 for rows (a) and (c) or a_(φ)=10 for rows (b) and (d). The first two rows (a) and (b) assume no aberration, a_(φ)=0, while the lower two rows (c) and (d) assume a_(φ)=0.2, in ψ=a_(ψ)(Z₃ ⁺¹+Z₅ ⁻¹). The phase noise in each case is significant enough to almost obscure the underlying Fresnel ring patterns, though not completely. Reconstructed images I_(Ψ) without compensation suffer and, especially when a small amount of aberration is present, the noise almost completely obliterates the signal. On the other hand, the compensated images Î_(ψ) degrade only mildly even when both phase noise and aberration are present. This behavior is remarkable but also reasonable in view of the fact that Î_(ψ) is the correlation of H_(Ψ) with G_(Ψ), meaning that any noise or aberration in H_(Ψ) that has low correlation with G_(Ψ) does not have significant contribution to the final image Î_(ψ).

Note that this simulates noise in the detection system, not in the optical field itself. Noise in the optical field is accounted for as aberration if it is present at a plane conjugate to the interferometer mirrors. Noise or aberration away from the conjugate plane is not compensated by the present scheme of IDHAO, unless one sets up a multi-conjugate configuration, which may be possible borrowing some of the techniques available in conventional AO systems.

A series of experiments were performed to confirm the results of theoretical and simulation studies and to observe general behavior of the IDHAO process. First, to demonstrate the basic IDH with focusing property, the optical configuration of FIG. 2 was set up using a group of three red light emitting diodes (LEDs) at z₁=650 mm and another red LED closer at z

₁=440 mm. All three lenses were of focal length f_(o)=f_(a)=f_(c)=100 mm, while the curved mirror had a focal length of f_(B)=600 mm. Various distances were set at z₂=220 mm, z₃=200 mm, z₄=200 mm, and z₅=140 mm, ±5 mm. A Pixelfly CCD camera having a 6.3×4.8 mm² sensor area with 640×480 pixels was used. This area projects to approximately a 60×45 mm² field of view at the object plane at z₁ from L_(o). The plane mirror M_(A) was piezo-mounted and driven with a sawtooth output of a digital function generator and four phase-shift interferograms were acquired at 20 fps. Hologram acquisition, reconstruction, and aberration compensation were performed using LabVIEW-based programs. The entire cycle took a few seconds, including file write/read and without any attempt to optimize the speed.

One of the raw holograms h_(φ) of the four-LED object field is shown in FIG. 11(a) and the corresponding complex hologram H₀ is shown in FIG. 11(b). One may note the slightly higher fringe frequency of the lower left LED compared to the other three LEDs because of its closer distance to the objective lens. Numerical propagation of the hologram focuses the LEDs at two separate distances, (c) at z_(i)=22000 mm and (d) at z_(i)=14870 mm, which values are consistent with the effective image distances projected to the object space. The image distances can be calculated by using Eq. (8) and geometrical optics consideration, and the approximately 10:1 lateral magnification corresponds to 100:1 longitudinal magnification.

Phase aberrators were fabricated by coating optically clear plastic piece with acrylic paint to produce irregular surface profiles of varying degrees. An aberrator was placed just behind the objective lens L_(o), and the resulting IDH images are shown in the upper row of FIG. 12. The concentric rings of FIGS. 11(a) and (b) were replaced with severely distorted patterns in FIGS. 12(a) and 12(b). An attempt to numerically focus the images from H_(Ψ) yielded the results shown in FIGS. 12(c) and 12(d) at the two expected image distances. A star hologram G_(Ψ) was acquired by aperturing the object field to leave only one of the LEDs on, in this case one belonging to the three-LED group at z₁=650 mm, as shown in FIG. 12(e). Aberration compensation using the guide star hologram, as described in theory and simulation, resulted in the corrected hologram Ĥ_(ψ) in FIG. 12(f) and the corrected images Î_(ψ) in FIGS. 12(g) and (h). Note, as in the simulation of FIG. 4, that the distorted fringes in FIG. 12(b) are replaced with more concentric ones in FIG. 12(f). Note also that the guide star at z₁ is effective in compensating the images at both z₁ and z

₁. Another test, not presented, of using a guide star at z

₁ was equally effective in compensating the images at the two distances. That is, a guide star can be placed at any distance relative to the object volume. This is a unique property of IDHAO, which may not be available in other existing adaptive optics techniques.

Next, the LED brightness was reduced to various levels to observe effects of noise and low signals on the IDH and IDHAO images. In FIG. 13, all four LEDs were placed at z₁=650 mm, which constitutes the object field. The leftmost LED, was also used as the guide star. No deliberate aberrator was in place. In each row of FIG. 13, the first image, column (i), is the reconstructed image I_(Ψ) without compensation, while columns (ii)-(iv) are the compensated images Î_(ψ) with increasing brightness of the guide star. The rows (a)-(c) represent the object field with decreasing brightness. In all cases, the IDHAO process is seen to be capable of reducing the noise and increasing the contrast. Also significant to note is that the contrast enhancement increases with the guide star brightness. The effect is especially marked for the weakest signal in (c), where the uncompensated image is almost buried in background, but the brighter guide star brings out the signal with high contrast, while maintaining good resolution.

In addition to the point-like sources of LEDs, extended objects of finite surfaces were also used to test the IDHAO process. As shown in the top row of FIG. 14, a miniature halogen lamp illuminated a resolution target from behind through a piece of frosted glass, while in the bottom row, a knight chess piece was illuminated with the halogen lamp in front. The objects were at z

₁=450 mm. In both cases an interference filter, centered at 600 nm and of linewidth 10 nm, was placed in front of the camera to improve the interference contrast, although no significant difference in resulting images was noticed. In each case, a raw interferogram h_(φ) and the complex hologram H_(Ψ) are shown. Note that for these extended objects the raw interferograms only have barely recognizable interference contrast. No deliberate phase aberrator was present. An LED placed next to the objects at z

₁=450 mm served as the guide star.

With reference next to FIG. 15, an experiment similar to that of FIG. 13 was carried out by varying the brightness of the halogen lamp and the guide star LED to various levels. Again, it was seen that the IDHAO process was quite effective in extracting and strengthening the image signals buried in background noise.

Finally, FIG. 16 shows that the IDHAO process is effective for a three-dimensional object volume, as was found for LED objects in the experiment of FIG. 12. In this experiment, an LED at z₁=650 mm was turned on in addition to the knight piece at z

₁=450 mm. The guide star LED was still at the same distance as the knight. In the corrected images of the bottom row, as well as the uncorrected images of the top row, the objects separately came into clear focus at the appropriate distances.

The disclosed incoherent digital holographic adaptive optics (IDHAO) method is an effective and robust means of compensating optical aberrations in incoherent optical imaging systems. A theoretical framework based on propagation of spherical waves from source points followed by integration of intensity over the object points correctly predicts the possibility of aberration compensation. General behavior of the theoretical model of IDHAO was investigated by simulation studies. The studies showed robust aberration compensation under various ranges of parameters, including aberration types and strength, as well as in presence of significant noise. Finally, experimental studies corroborated these predictions. The IDHAO process was seen to be effective for both point-like sources and extended objects. In particular, a brighter guide star is seen to be very effective in bringing out weak signals buried under noise, through the fact that the IDHAO signal is proportional to the auto-correlation of the complex guide star hologram. 

The invention claimed is:
 1. A system for generating aberration-compensated images, the system comprising: an optical system that collects incoherent light from an object field; an interferometer that receives the light collected by the optical system, the interferometer including a first mirror having a first radius of curvature, a second mirror having a second radius of curvature that is different from the first radius of curvature, a beam splitter configured to send copies of the received light to each of the mirrors, and a camera that receives light waves reflected by each of the mirrors and generates interferograms from the interfering light waves; and a computing system that executes an aberration compensation program configured to receive the interferograms from the inteferometer and generate an aberration-compensated image of the object field based upon the interferograms.
 2. The system of claim 1, wherein the optical system is the optical system of a telescope.
 3. The system of claim 1, wherein the optical system is the optical system of a microscope.
 4. The system of claim 1, wherein the first mirror has a radius of curvature of approximately 1000 mm to infinity and the second mirror has a radius of curvature of approximately 1000 to 1200 mm.
 5. The system of claim 1, wherein the first mirror is planar and the second mirror has a focal length of approximately 500 to 600 mm.
 6. The system of claim 1, wherein the interferometer further comprises an actuator adapted to axially displace the first mirror along an optical axis of the interferometer.
 7. The system of claim 6, wherein the actuator is a piezoelectric actuator.
 8. The system of claim 1, wherein the interferometer further comprises an imaging lens positioned between the beam splitter and the camera.
 9. The system of claim 1, wherein the interferometer further comprises an interference filter positioned between the beam splitter and the camera.
 10. The system of claim 1, wherein the aberration compensation program comprises: logic configured to generate a full-field complex hologram of the object field, logic configured to generate a guide star complex hologram of a guide star selected from the object field, logic configured to perform mathematical correlation between the guide star complex hologram and the full-field complex hologram, and logic configured to generate from the correlation an aberration-compensated image of the object field.
 11. The system of claim 10, wherein the logic configured to generate a full-field complex hologram comprises logic configured to combine multiple raw interferograms of the object field to generate the full-field complex hologram.
 12. The system of claim 11, wherein the multiple raw interferograms of the object field comprise phase-shifted interferograms of the object field captured while displacing one of the mirrors along an optical axis of the interferometer.
 13. The system of claim 10, wherein the logic configured to generate a guide star complex hologram comprises logic configured to combine multiple raw interferograms of the guide star to generate the guide star complex hologram.
 14. The system of claim 13, wherein the multiple raw interferograms of the guide star comprise phase-shifted interferograms of the guide star captured while displacing one of the mirrors along an optical axis of the interferometer.
 15. A system for generating aberration-compensated images, the system comprising: an optical system that collects incoherent light from an object field; an interferometer that receives the light collected by the optical system, the interferometer including a first mirror having a first radius of curvature, a second mirror having a second radius of curvature that is different from the first radius of curvature, a beam splitter configured to send copies of the received light to each of the mirrors, and a camera that receives light waves reflected by each of the mirrors and generates interferograms from the interfering light waves; and a computing system that executes an aberration compensation program configured to receive the interferograms from the inteferometer and generate an aberration-compensated image of the object field based upon the interferograms, the program including logic configured to generate a full-field complex hologram of the object field, logic configured to generate a guide star complex hologram of a guide star selected from the object field, logic configured to perform mathematical correlation between the guide star complex hologram and the full-field complex hologram, and logic configured to generate from the correlation an aberration-compensated image of the object field.
 16. The system of claim 15, wherein the logic configured to generate a full-field complex hologram comprises logic configured to combine multiple raw interferograms of the object field to generate the full-field complex hologram.
 17. The system of claim 16, wherein the multiple raw interferograms of the object field comprise phase-shifted interferograms of the object field captured while displacing one of the mirrors along an optical axis of the interferometer.
 18. The system of claim 15, wherein the logic configured to generate a guide star complex hologram comprises logic configured to combine multiple raw interferograms of the guide star to generate the guide star complex hologram.
 19. The system of claim 18, wherein the multiple raw interferograms of the guide star comprise phase-shifted interferograms of the guide star captured while displacing one of the mirrors along an optical axis of the interferometer. 